Run
543004

Run 543004

Task 9982 (Supervised Classification) dresses-sales Uploaded 24-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost3.14e+04
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree1
classif.svm(9)_coef00.883
classif.svm(9)_gamma0.0473
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5785
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5885
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
72.4142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.412
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3005
Cross-validation details (10-fold Crossvalidation)